- 108 Views
- 1 replies
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How to Leverage Databricks for End-to-End AI Model Development
Hi everyone,I’m exploring how to use Databricks as a platform for end-to-end AI and machine learning model development, and I’d love to get insights from professionals and practitioners who have hands-on experience.Specifically, I’m curious about:Set...
- 108 Views
- 1 replies
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You can leverage Databricks for end-to-end AI model development by using its Lakehouse Platform, which unifies data engineering, analytics, and machine learning in one workspace. Start by ingesting and transforming data using Apache Spark and Delta L...
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- 2367 Views
- 4 replies
- 2 kudos
Resolved! Try Databricks sign up failed
Hi, I am trying to use Databricks with the community edition. However, when I tried to create an account, the sign-up failed after I completed the puzzle.
- 2367 Views
- 4 replies
- 2 kudos
- 117 Views
- 1 replies
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- 117 Views
- 1 replies
- 1 kudos
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We are going to need a little more information to better help you. What is the scenario? Louis
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- 150 Views
- 1 replies
- 1 kudos
Why keep both Azure OpenAI and Databricks?
Hi everyone,I’m curious to hear your thoughts on the benefits of having both Azure OpenAI and Azure Databricks within the same ecosystem.From what I can see, Databricks provides a strong foundation for data engineering, governance, and model lifecycl...
- 150 Views
- 1 replies
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Two use case I can think of is RAG:Use Databricks for vector indexing (e.g., via Delta Lake or FAISS) and Azure OpenAI for inference.Example: A chatbot that queries Databricks-hosted documents and uses GPT-4 for response generation.Agentic Workflows:...
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- 142 Views
- 2 replies
- 1 kudos
Resolved! Ingesting data from APIs Like Shopify (for orders), Meta Ads, Google Ads etc
Hi,I am and trying to create some table by calling APIs of Shopify/Meta Ads/Google Ads and so on. Where will I make the API call ? Is making API calls in Notebooks considered standard way to ingest in these cases. I intend to make a daily call to ge...
- 142 Views
- 2 replies
- 1 kudos
- 76 Views
- 0 replies
- 2 kudos
Databricks One
Databricks One is a user interface designed for business users, giving them a single, intuitive entry point to interact with data and AI in Azure Databricks, without needing to navigate technical concepts such as clusters, queries, models, or noteboo...
- 76 Views
- 0 replies
- 2 kudos
- 98 Views
- 0 replies
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SQL warehouse: A materialized view is the simplest and cost-efficient way to transform your data
Materialized views running on SQL warehouse are super cost-efficient, and additionally, it is a really simple and powerful data engineering tool - just be sure that Enzyme updates it incrementally. Read more: - https://databrickster.medium.com/sql-wa...
- 98 Views
- 0 replies
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- 99 Views
- 0 replies
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The purpose of your All-Purpose Cluster
Small, hidden but useful cluster setting.You can set that no jobs are allowed on the all-purpose cluster.Or vice versa, you can set an all-purpose cluster that can be used only by jobs. read more: - https://databrickster.medium.com/purpose-for-your-...
- 99 Views
- 0 replies
- 1 kudos
- 179 Views
- 1 replies
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How to Integrate Machine Learning Model Development with Databricks Workflows?
Hey everyone I’m currently exploring machine learning model development and I’m interested in understanding how to effectively integrate ML workflows within Databricks.Specifically, I’d like to hear from the community about:How do you structure ML pi...
- 179 Views
- 1 replies
- 1 kudos
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You can integrate machine learning model development into Databricks Workflows pretty smoothly using the platform’s native tools. The main idea is to treat your ML lifecycle (data prep → training → evaluation → deployment) as a series of tasks within...
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- 5065 Views
- 1 replies
- 0 kudos
Support for managed identity based authentication in python kafka client
We followed this document https://docs.databricks.com/aws/en/connect/streaming/kafka?language=Python#msk-aad to use Kafka client to read events from our event hub for a feature.As part of the SFI, the guidance is to move away from client secret and u...
- 5065 Views
- 1 replies
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Currently, Databricks does not support using Managed Identities directly for Kafka client authentication (e.g., MSK IAM or Event Hubs Kafka endpoint) in Python Structured Streaming connections. However, there is a supported and secure alternative tha...
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- 3315 Views
- 2 replies
- 1 kudos
Resolved! Data bricks is not mounting with storage account giving java lang exception error 480
Hi Everyone,I am currently facing an issue with in our Test Environment where Data bricks is not able to mount with the storage account and we are using the same mount in other environments those are Dev,Preprod and Prod and it works fine there witho...
- 3315 Views
- 2 replies
- 1 kudos
- 1 kudos
This issue in your Test environment, where Databricks fails to mount an Azure Storage account with the error java.lang.Exception: 480, is most likely related to expired credentials or cached authentication tokens, even though the same configuration w...
- 1 kudos
- 2586 Views
- 2 replies
- 1 kudos
Cannot import editable installed module in notebook
Hi,I have the following directory structure:- mypkg/ - setup.py - mypkg/ - __init__.py - module.py - scripts/ - main # notebook From the `main` notebok I have a cell that runs:%pip install -e /path/to/mypkgThis command appears to succ...
- 2586 Views
- 2 replies
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Hey @newenglander — always great to meet a fellow New Englander Could you share a bit more detail about your setup? For example, are you running on classic compute or serverless? And are you working in a customer workspace, or using Databricks Free ...
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- 7934 Views
- 5 replies
- 1 kudos
Spatial Queries
Hi,I'm trying to execute the following code:%sqlSELECT LSOA21CD, ST_X(ST_GeomFromWKB(Geom_Varbinary)) AS STX, ST_Y(ST_GeomFromWKB(Geom_Varbinary)) AS STYFROM ordnance_survey_lsoas_december_2021_population_weighted_centroidsWHERE LSOA21CD ...
- 7934 Views
- 5 replies
- 1 kudos
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@Corar You might want to enable that explicitly by setting 'spark.databricks.geo.st.enabled' configuration to value 'true'.
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- 995 Views
- 6 replies
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Getting [08S01/500593] Can't connect to database - [Databricks][JDBCDriver](500593) Communication
I am getting below error connecting a databricks instance using JDBC driver .ERROR: [08S01/500593] Can't connect to database - [Databricks][JDBCDriver](500593) Communication link failure. Failed to connect to server. Reason: HTTP Response code: 401, ...
- 995 Views
- 6 replies
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I am trying to connect Databricks from Mainframe z/OS using JDBC driver and using below IBM Java version java version "11.0.26" 2025-01-21IBM Semeru Runtime Certified Edition for z/OS 11.0.26.0 (build 11.0.26+4)IBM J9 VM 11.0.26.0 (build z/OS-Release...
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- 292 Views
- 5 replies
- 1 kudos
Resolved! External MCP representing user data permissions
Hello Community!I am writing to you with a question and hope that you will help me to find the right approach.I am building AI Enterprise System and the organization store the data on Data Bricks. To access the given data, you have to raise a request...
- 292 Views
- 5 replies
- 1 kudos
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Ignore for now you have MCP Server.The problem you are trying to solve1) An AI Agent needs to access data inside Databricks 2) The agent need to operate at the user's permissionsThere are muliple paths1) Directly using OAuth/HTTPhttps://docs.databric...
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